What is recorded here?
Introduced recurrent memory cells with controlled access to constant error flow, addressing learning over long temporal gaps and demonstrating the method on constructed sequence tasks.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The record concerns the original 1997 architecture and learning method. Later variants and additions should not be silently attributed to this paper. Long-lag results on the stated artificial tasks do not show successful learning for every sequence problem.
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People and systems
Sepp Hochreiter; Jürgen Schmidhuber
Listed source contributors; individual labor shares are not measured
Research locations and affiliations
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Documented countries / regions: Germany, Switzerland
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English catalogue narrative
Long short-term memory
Introduced recurrent memory cells with controlled access to constant error flow, addressing learning over long temporal gaps and demonstrating the method on constructed sequence tasks.
Scientific scope
The record concerns the original 1997 architecture and learning method. Later variants and additions should not be silently attributed to this paper. Long-lag results on the stated artificial tasks do not show successful learning for every sequence problem.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Sepp Hochreiter; Jürgen Schmidhuber
Listed source contributors; individual labor shares are not measured